Module bayes_estimate::estimators::unscented[][src]

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Julier-Uhlmann ‘Unscented’ state estimation.

A discrete Bayesian estimator that uses the KalmanState linear representation of the system. The ‘Unscented’ transform is used for non-linear state predictions and observation.

The ‘Unscented’ transforma interpolates the non-linear predict and observe function. Unscented transforms can be optimised for particular functions by vary the Kappa parameter from its usual value of 1. Implements the classic Duplex ‘Unscented’ transform.

Functions